3 citations · 3 across the 11 of their papers we have counts for
4 papers · 1 filter
CityAQVis: Integrated ML-Visualization Sandbox Tool for Pollutant Estimation in Urban Regions Using Multi-Source Data (Software Article)
Brij Bidhin Desai, Yukta Arvind Rajapur, Aswathi Mundayatt +1
Urban air pollution poses significant risks to public health, environmental sustainability, and policy planning. Effective air quality management requires predictive tools that can…
Adversarial Robustness of Deep Learning Models for Inland Water Body Segmentation from SAR Images
Siddharth Kothari, Srinivasan Murali, Sankalp Kothari +2
Inland water body segmentation from Synthetic Aperture Radar (SAR) images is an important task needed for several applications, such as flood mapping. While SAR sensors capture dat…
Evolution of Data-driven Single- and Multi-Hazard Susceptibility Mapping and Emergence of Deep Learning Methods
Jaya Sreevalsan-Nair, Aswathi Mundayatt
Data-driven susceptibility mapping of natural hazards has harnessed the advances in classification methods used on heterogeneous sources represented as raster images. Susceptibilit…
CCESAR: Coastline Classification-Extraction From SAR Images Using CNN-U-Net Combination
Vidhu Arora, Shreyan Gupta, Ananthakrishna Kudupu +3
In this article, we improve the deep learning solution for coastline extraction from Synthetic Aperture Radar (SAR) images by proposing a two-stage model involving image classifica…